1. Software Development

Identifies and retrieves existing code patterns and examples within a codebase, providing file:line references for developers to follow established implementations.

Performs expert code reviews to evaluate quality, security, and maintainability of code changes.

Automates creation of isolated Git worktrees with tmux sessions and launches Claude for AI-assisted coding in each environment.

Conducts expert code reviews to evaluate quality, security, and maintainability of software code changes.

Captures and analyzes tmux pane content to debug terminal sessions and monitor processes in development environments.

Updates Nix flake.lock to latest package versions within current NixOS release, ensuring dependency consistency for development projects.

Provides full-stack React framework patterns for file-based routing, API routes, server handlers, and TanStack Router layouts.

Reviews code for MBC CQRS Serverless framework adherence to best practices and identifies common anti-patterns.

Debugs and troubleshoots MBC CQRS Serverless applications to resolve errors and optimize performance in development workflows.

Guides developers through MBC CQRS Serverless framework version upgrades, deprecated API migration, and breaking changes.

Generates boilerplate code for MBC CQRS Serverless framework components including modules, services, controllers, commands, and queries.

Generates SWCCG cube draft configurations from CSV by mapping card names to IDs and integrating with application (swccgDrafts.json and frontend).

Provides seamless integration with the jj version control system for managing code changes and collaboration in software development.

Generates a properly structured Dev Proxy sample with configuration files, metadata, and README for quick development setup.

Validates Dev Proxy samples for structural correctness and submission compliance prior to user submission.

Automates upgrading Dev Proxy code samples to new versions with updated schemas and documentation.

Provides expert guidance for diagnosing errors, applying debugging strategies, and implementing self-healing patterns to recover from task failures.

Provides expert guidance on React component patterns, state management, and frontend best practices for efficient development.

Enforces code quality standards through automated checks and quality assurance gates in the development lifecycle.

Provides expert guidance on backend best practices, API design, authentication, and caching for efficient server-side application development.

Expert guidance on implementing testing strategies, patterns, and quality assurance for software development workflows.

Automates conversion of C/C++ code into Strict SysY testcases using Python, supporting compiler development and educational testing.

Guides Test-Driven Development for Neovim plugin features and bug fixes using Lua/Busted and project-specific tooling, following RED-GREEN-REFACTOR.

Provides best practices for testing Neovim plugins in Lua, covering table-driven tests, async patterns, mocking, and buffer testing.